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Style is frustrating honestly.

You can try manually describing the style (for example, using modifiers or referencing similar art mediums like chiaroscuro, acrylic, etc.), and this can work.

Alternatively, if you have a specific style in mind:

Collect several image examples of the style you like, then either run them through CLIP or feed them into a multimodal model such as gpt-image-1.5. Ask it to generate a list of stylistic modifiers (keywords) that you can then append to prompts for NB / Seedream.

However, if the style is sufficiently underrepresented in the training data, no amount of prompting will fully overcome that limitation. Here's an example where I tried to see if NB Pro could recreate some of Yoichi Kotabe's earlier work but it just defaulted to a pretty generic looking illustrative style:

https://imgur.com/a/failed-style-transfer-nb-pro-o3htsKn





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